Cohorts of 3-6 patients receive escalating loading and maintenance doses of perifosine until the maximum tolerated dose (MTD) of each is determined. The MTD is defined as the dose preceding that at which 2 of 3 or 2 of 6 patients experience dose-limiting toxicity. Once the MTD is determined, an additional 10 patients are treated at that dose level.